The purpose of this study is to compare hemoglobin (Hgb) response rates between epoetin alfa (PROCRIT; 40,000 Units (U) SC weekly) and darbepoetin alfa (ARANESP; 200 mcg every other week) in anemic cancer patients receiving chemotherapy.